COMPARING WORK ENGAGEMENT ACROSS GENERATIONS: A MULTI-GROUP SEM STUDY OF MEDICAL RECORD AND HEALTH INFORMATION OFFICERS IN INDONESIA
DOI:
https://doi.org/10.18623/rvd.v22.n2.3267Keywords:
Empowerment, Engagement, Leadership, Trust, Work EnvironmentAbstract
Work engagement is a crucial factor for sustaining healthcare performance, especially among medical record and health information officers (MRHIOs) who play a vital role in data accuracy and digital health transformation. This study examines the determinants of work engagement, focusing on transformational leadership, empowerment, work environment, and the mediating role of work trust, while exploring potential generational and demographic differences. Methods: A cross-sectional survey was conducted using secondary data from 334 MRHIOs in Jakarta, Indonesia. Data were analyzed using Structural Equation Modeling (SEM) with AMOS, followed by multi-group SEM to test invariance across demographic groups including age, gender, tenure, and hospital type. Results: The model demonstrated strong fit indices (CFI = 0.97, RMSEA = 0.049). Transformational leadership, empowerment, and work environment significantly influenced engagement both directly and indirectly through work trust. Transformational leadership emerged as the strongest predictor, while work trust played a critical mediating role. Variance explained was 40% for work trust and 36% for engagement. Generational and demographic variations suggested that engagement is not uniform across groups. Conclusion: Engagement among MRHIOs is shaped by organizational resources and trust, consistent with the JD-R model and Social Exchange Theory. Hospitals should strengthen leadership, empowerment, work environment, and trust while tailoring engagement strategies to demographic differences to enhance healthcare performance and patient safety.
References
107317.
Alcorta-Garza, A., Alcorta-Núñez, F., Vidal-gutiérrEz, osCar, gonzálEz-guErrEro, J., Garza-Guerrero, A., Gómez-Meza, M., & Alcorta-Garza, A. (2019). Burnout and level of mental functioning in oncology staff. Journal of Clinical Oncology. https://doi.org/10.1200/JCO.2019.37.15_SUPPL.10513
Bakker, A. B., & Albrecht, S. (2018). Work engagement: current trends. Career Development International, 23(1), 4–11.
Bakker, A. B., & Demerouti, E. (2017). Job demands–resources theory: taking stock and looking forward. Journal of Occupational Health Psychology, 22(3), 273.
Bakker, A., Demerouti, E., & Sanz‐Vergel, A. (2022). Job Demands–Resources Theory: Ten Years Later. Annual Review of Organizational Psychology and Organizational Behavior. https://doi.org/10.1146/annurev-orgpsych-120920-053933
Bass, B. M. (2006). Transformational leadership. Lawrence Elabaum Associating.
BPS Provinsi DKI. (2022). Badan pusat Statistik Provinsi DKI Jakarta. In BPS Provinsi DKI (p. 86). http://scioteca.caf.com/bitstream/handle/123456789/1091/RED2017-Eng-8ene.pdf?sequence=12&isAllowed=y%0Ahttp://dx.doi.org/10.1016/j.regsciurbeco.2008.06.005%0Ahttps://www.researchgate.net/publication/305320484_SISTEM_PEMBETUNGAN_TERPUSAT_STRATEGI_MELESTARI
Byrne, B. M. (2016). Structural Equation Modeling with AMOS. Routledge.
Cerchione, R., Centobelli, P., Riccio, E., Abbate, S., & Oropallo, E. (2022). Blockchain’s coming to hospital to digitalize healthcare services: Designing a distributed electronic health record ecosystem. Technovation. https://doi.org/10.1016/j.technovation.2022.102480
Christian, M., Garza, A., & Slaughter, J. (2011). WORK ENGAGEMENT: A QUANTITATIVE REVIEW AND TEST OF ITS RELATIONS WITH TASK AND CONTEXTUAL PERFORMANCE. Personnel Psychology, 64, 89–136. https://doi.org/10.1111/J.1744-6570.2010.01203.X
Colquitt, J., Lepine, J., & Wesson, M. (2019). Organizational Behavior Commitment in the Workplace.
Corduneanu, R., Dudau, A., & Kominis, G. (2023). Crowding-in or crowding-out: the contribution of self-determination theory to public service motivation. In Public Service Motivation (pp. 122–141). Routledge.
Cropanzano, R., & Mitchell, M. S. (2005). Social exchange theory: An interdisciplinary review. Journal of Management, 31(6), 874–900.
Dhandayuthapani, S. P., & Shalini. (2024). A Conceptual Study On Employee Engagement And Its Impact On Employee Retention In Healthcare. International Journal of Research Publication and Reviews. https://doi.org/10.55248/gengpi.5.0524.1303
Ding, M., & Wang, C. (2023). Can public service motivation increase work engagement?—A meta-analysis across cultures. Frontiers in Psychology, 13, 1060941.
Duțu, R., & Butucescu, A. (2019). On the link between transformational leadership and employees’ work engagement: The role of psychological empowerment. Psihologia Resurselor Umane, 17(2), 42–73.
Farghaly Ali Mohamed, A., Kadees Marzouk, H., & Mostafa Fahmy Isamil, A. (2019). The Relation between Psychological Empowerment, Job Attitude, and Organizational Citizenship Behavior among Staff Nurses. Egyptian Journal of Health Care, 10(2), 357–370.
Gabrielova, K., & Buchko, A. A. (2021). Here comes Generation Z: Millennials as managers. Business Horizons, 64(4), 489–499.
Gajenderan, V., Nawaz, N., Rangarajan, R., & Parayitam, S. (2023). The relationships between amotivation, employee engagement, introjected regulation, and intrinsic motivation: A double-layered moderated-mediation model. Heliyon, 9(10).
Gupta, P., & Srivastava, S. (2021). Work–life conflict and burnout among working women: a mediated moderated model of support and resilience. International Journal of Organizational Analysis, 29(3), 629–655.
Hofler, L., & Thomas, K. (2016). Transition of new graduate nurses to the workforce: Challenges and solutions in the changing health care environment. North Carolina Medical Journal, 77(2), 133–136.
Jena, L., & Nayak, U. (2023). Organizational career development and retention of millennial employees: the role of job engagement and organizational engagement. Asia-Pacific Journal of Business Administration. https://doi.org/10.1108/apjba-07-2022-0323
Jiang, Z., Hu, X., & Wang, Z. (2018). Career adaptability and plateaus: The moderating effects of tenure and job self-efficacy. Journal of Vocational Behavior, 104, 59–71. https://doi.org/10.1016/J.JVB.2017.10.006
Kuokkanen, L., Leino-Kilpi, H., & Katajisto, J. (2003). Nurse empowerment, job-related satisfaction, and organizational commitment. Journal of Nursing Care Quality, 18(3), 184–192.
Lee, J., & Whittaker, T. A. (2021). The impact of item parceling on structural parameter invariance in multi-group structural equation modeling. Structural Equation Modeling: A Multidisciplinary Journal, 28(5), 684–698.
Mahmoud, A. B., Reisel, W. D., Fuxman, L., & Mohr, I. (2021). A motivational standpoint of job insecurity effects on organizational citizenship behaviors: A generational study. Scandinavian Journal of Psychology, 62(2), 267–275.
Meliana, Hamidah, & Yohana, C. (2025a). Perseptif Kepemimpinan, Pemberdayaan, Dan Lingkungan Kerja Di Era Transformasi Digital Kesehatan (Ela elliyana et.al (Ed.)).
Meliana, Hamidah, & Yohana, C. (2025b). Work engagement and medical record accuracy: A study on the mediating role of work trust in the influence of transformational leadership, empowerment, and work environment. International Journal of Innovative Research and Scientific Studies, 8(2), 1512–1520. https://doi.org/10.53894/ijirss.v8i2.5508
Mohamed, F., Zouaoui, S. K., & Mohamed, A. B. (2025). The impact of digital transformation on employees’ mental workload in the industrial sector: Evidence from Tunisia. Current Psychology, 44(7), 5494–5507.
Monje-Amor, A., Vázquez, J. P. A., & Faíña, J. A. (2020). Transformational leadership and work engagement: Exploring the mediating role of structural empowerment. European Management Journal, 38(1), 169–178.
Muslimah, A., Dina, D. A., & Kurnianto Tjahjono, H. (2023). TRANSFORMATIONAL LEADERSHIP AND WORK ENGAGEMENT: MEDIATING ROLE OF PSYCHOLOGICAL EMPOWERMENT. Jurnal Ekonomi Dan Bisnis Airlangga, 33(2).
Okoye, K., Hussein, H., Arrona-Palacios, A., Quintero, H. N., Ortega, L. O. P., Sanchez, A. L., Ortiz, E. A., Escamilla, J., & Hosseini, S. (2023). Impact of digital technologies upon teaching and learning in higher education in Latin America: an outlook on the reach, barriers, and bottlenecks. Education and Information Technologies, 28(2), 2291–2360.
Opoku, F. K., & Boateng, R. K. (2024). Employee engagement, perceived organizational support, and job performance of medical staff at the Cape Coast Teaching Hospital. PLoS One, 19(12), e0315451.
Rabie, R., & Elliyana, E. (2019). Human capital and economic growth in Indonesia. Journal of Contemporary Economic Studies, 4(01), 169–176.
Sanchez-Segura, M.-I., Dugarte-Peña, G.-L., Medina-Dominguez, F., Amescua Seco, A., & Menchen Viso, R. (2023). Digital transformation in organizational health and safety to mitigate Burnout Syndrome. Frontiers in Public Health, 11, 1080620.
SATUSEHAT, Platform Layanan Kesehatan Digital Indonesia. (n.d.).
Schaufeli, W., & Bakker, A. (n.d.). Utrecht Work Engagement Scale (UWES. Occupational Health Psychology Unit Utrecht University.
Scrimpshire, A. J., Edwards, B. D., Crosby, D., & Anderson, S. J. (2023). Investigating the effects of high-involvement climate and public service motivation on engagement, performance, and meaningfulness in the public sector. Journal of Managerial Psychology, 38(1), 1–20.
Sedyoningsih, Y., Suhud, U., Dianta, K., & Elliyana, E. (2024). Exploring The Impact Of Job Satisfaction, Work Engagement, And Organizational Commitment On Employee Loyalty In The Maritime Tourism Industry Of Indonesia. Migration Letters, 21(S3), 320–329. www.migrationletters.com
Smolle, J. (2016). Complexity and medical education. Safety in Health, 2, 1–4. https://doi.org/10.1186/S40886-016-0051-4
Sobaih, A. E. E., & Elshaer, I. A. (2022). Structural equation modeling-based multi-group analysis: Examining the role of gender in the link between entrepreneurship orientation and entrepreneurial intention. Mathematics, 10(20), 3719.
Spreitzer, G. (1995). PSYCHOLOGICAL EMPOWERMENT IN THE WORKPLACE: DIMENSIONS, MEASUREMENT, AND VALIDATION. Academy of Management Journal, 38, 1442–1465. https://doi.org/10.5465/256865
Szilvassy, P., & Širok, K. (2022). Importance of work engagement in primary healthcare. BMC Health Services Research, 22. https://doi.org/10.1186/s12913-022-08402-7
Twenge, J., Campbell, S., Hoffman, B., & Lance, C. (2010). Generational Differences in Work Values: Leisure and Extrinsic Values Increasing, Social and Intrinsic Values Decreasing. Journal of Management, 36, 1117–1142. https://doi.org/10.1177/0149206309352246
www.bps.go.id. (2021). Catalog :Statistik Indonesia 2023. Statistik Indonesia 2020, 53,2025, 790. https://www.bps.go.id/publication/2020/04/29/e9011b3155d45d70823c141f/statistik-indonesia-2020.html
Downloads
Published
How to Cite
Issue
Section
License
I (we) submit this article which is original and unpublished, of my (our) own authorship, to the evaluation of the Veredas do Direito Journal, and agree that the related copyrights will become exclusive property of the Journal, being prohibited any partial or total copy in any other part or other printed or online communication vehicle dissociated from the Veredas do Direito Journal, without the necessary and prior authorization that should be requested in writing to Editor in Chief. I (we) also declare that there is no conflict of interest between the articles theme, the author (s) and enterprises, institutions or individuals.
I (we) recognize that the Veredas do Direito Journal is licensed under a CREATIVE COMMONS LICENSE.
Licença Creative Commons Attribution 3.0




